Every social media platform offers brands a wealth of data, but knowing which metrics matter most means the difference between guesswork and strategy. Looking beyond surface-level views and likes by analyzing platform-specific behaviors and conversations can reveal patterns that can help you optimize both your content and your timing.
From Instagram saves and TikTok watch times to LinkedIn analytics and Reddit sentiment, these numbers highlight not just reach, but also how audiences are actually engaging with your brand on social media. Below, 19 members of Forbes Agency Council share specific social media metrics to track and how these key data points can guide your marketing strategy.
1. Instagram Saves
On Instagram, the “save” metric is a goldmine. Saves signal a deeper level of interest than likes or shares. People who “save” are signaling to you that your content was valuable enough to want to revisit it. This is a direct line to your audience’s intentions—data you can act on immediately. – Jacquelyn LaMar Berney, VI Marketing and Branding
2. LinkedIn Audience Roles
On LinkedIn, I can see which industries and job functions engage most with my content. By analyzing Company Industry, Seniority and Job Function metrics in LinkedIn Analytics, I can identify exactly who my message is resonating with—whether it’s decision-makers in IT, procurement managers in manufacturing or directors in finance. – Prashanthi Kolluru, KloudPortal Technology Solutions Pvt Ltd.,
3. TikTok Video Completion Rates
Optimizing your content based on the completion rates from your most popular videos can help your team generate a whole new marketing content strategy. Platforms such as TikTok often have shorter-form videos, so it’s easier to identify the content patterns with the videos your audience often watches from beginning to end. – Jordan Edelson, Appetizer Mobile LLC
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4. LinkedIn Content Engagement Trends
One invaluable insight is content engagement trends on LinkedIn, such as which post types perform best. By analyzing data on reactions, comments and shares, brands (and people) can identify whether their audience prefers thought leadership, videos, images and more. This helps refine content strategy, improve visibility and build stronger connections with B2B audiences. – Elyse Flynn Meyer, Prism Global Marketing Solutions
5. Raw Social Sentiment About Your Brand And Niche
Look through Reddit, TikTok and Instagram to see what customers are saying, not just about you, but also your niche. The raw feedback reveals product fit, messaging angles and where your brand may be winning (or losing) hearts and minds. – Bernard May, National Positions
6. Average Watch Time On TikTok
TikTok’s average watch time is gold. If people drop off in the first few seconds, your hook isn’t strong enough. If they rewatch, you’ve struck a chord. This one metric reveals how compelling your brand story is and helps shape better short-form content that resonates and converts. – Danielle Sabrina, Society22 PR
7. Correlation Between Posting Time And Audience Response
The best posting time to resonate with the audience is a topic-agnostic correlation between posting time and audience response. This metric helps maintain visibility with the core audience and increases social engagement and brand loyalty. For LinkedIn, this means views and engagement within the first few hours after a post goes live. For Instagram, it’s the share of views in stories and feeds. – Oksana Matviichuk, OM Strategic Forecasting
8. X/Twitter Engagement Velocity
On X/Twitter, velocity matters. The speed at which brands pick up engagement (likes, reposts or quote posts) is an early signal of narrative lift, positive or negative. Brands that monitor acceleration, not just volume, can swoop in or amplify the direction of that moment before it defines them. – Yousif Yalda, Full Stack Clarity
9. Instagram Story Taps
On Instagram, high forward-tap rates in Stories reveal which content builds momentum—prompting users to keep moving rather than drop off. At our company, we treat this as a behavioral cue, not just a stat. It helps us design stories that sustain curiosity, optimize pacing and match how attention flows in real time. – Sarah Procopio, Thrive Marketing Science
10. Social Listening For Customers Of Competitors
Most brands spend a lot of their time talking to their existing customers. Social media gives brands an opportunity to listen to the customers of their competitors. By hearing the conversations of potential customers who don’t (yet) love your brand, you’ll get more honest feedback and learn far more quickly than you could in the echo chamber of existing customers. – Mike Maynard, Napier Partnership Limited
11. TikTok Rewatch Rates
Analyzing cohort rewatch rates on TikTok reveals which “narrative hooks” spark sustained interest. Pull the percentage of viewers who rewatch within each cohort (new versus returning) from TikTok Insights. Identify the precise moment that compels a second view, then blueprint future clips around those high-impact frames to deepen engagement and loyalty. – Vaibhav Kakkar, Digital Web Solutions
12. Core Audience Segments
On any media platform, both the targeted and refined audience will naturally emerge. By identifying their core audience, brands can invest more strategically and tailor unique messaging for each segment to ensure the right people receive communication that resonates across groups. – Jessica Hawthorne-Castro, Hawthorne Advertising
13. Reddit Comment Karma And Upvotes
Most brands undervalue Reddit comment karma and upvotes, but LLMs index them. If your audience asks or answers questions there, that language gets remembered. Social platforms like Reddit help reveal not just what people think, but how they phrase it. That phrasing shapes how brands get surfaced in AI. – Kyle Arteaga, The Bulleit Group
14. Peak Instagram Activity Times
One key insight brands can snag from Instagram is spotting peak audience activity times to amp up engagement. Pull data points like follower active hours, engagement rates and impressions from Instagram Analytics. This shows when your crowd’s online, letting you time posts for maximum reach and interaction. – Daniel Koren, StartWise
15. Comment-To-View Ratio
A valuable, often overlooked metric is the comment-to-view ratio. It’s platform-agnostic and reveals when content sparks enough emotion or curiosity to push people from passive consumption to active participation. High ratios show topics or formats that drive conversation, helping brands double down on narratives that build community and deepen audience connection. – Goran Paun, ArtVersion
16. LinkedIn Mentions And Sentiment
Mentions on LinkedIn let you see important conversations happening in your industry. Use social listening tools to monitor mentions of and sentiments around not only your brand, but also relevant keywords for your domain. This allows you to reveal when competitors are gaining traction, which product features may need improvement or what communications your audience dislike. – Nataliya Andreychuk, Viseven
17. Deeper Engagement Signals Across Platforms
Identifying what truly drives meaningful engagement, rather than just reach, is key. Data points like saves, shares and comment sentiment reveal not just whether content was seen, but whether it sparked action or connection. When brands track these deeper signals across platforms, they can shape strategies that resonate, foster loyalty and drive measurable growth. – Ajay Prasad, GMR Web Team
18. YouTube Search And Retention Data
YouTube’s user behavior and search intent allow brands to go beyond reporting, as they predict what will convert, trend and sustain attention. Retention and search data reveal real-time intent, making every video a strategic asset. This shifts content planning from reactive to anticipatory, creating smarter, audience-first decisions at scale. – Amy Packard Berry, Sparkpr
19. Social Data Reflecting Live Engagement And Experiences
The most valuable insights don’t originate on social platforms; they’re the byproduct of real human-to-brand interactions during live experiences, which potentially reflect on social media platform interactions. When social data reflects engagement that stems from authentic, on-the-ground brand moments, it becomes meaningful. Platforms should amplify, not replace, those human touchpoints. – Cagan Sean Yuksel, Dreamspace
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